Tensorflow Graph Compatibility

Layer to Graph Node Compatibility

The sections below describe what topologies of Tensorflow graph operations are compatible with each of the Qualcomm® Neural Processing SDK supported layers.

../images/node_labels.png

Batch Normalization

Tensorflow Reference

../images/node_batchnorm.png

Convolution

Tensorflow Reference
../images/node_conv1.png
../images/node_conv2.png

Concatenation

Tensorflow Reference

../images/node_concat.png

Deconvolution/Transposed Convolution

Tensorflow Reference

../images/node_deconv.png

ElementWise Sum/Mul/Max

Tensorflow Reference Sum
Tensorflow Reference Mul
Tensorflow Reference Max
../images/node_eltwise.png

Fully Connected

Tensorflow Reference

../images/node_fullyconnected.png

Local Response Normalization

Tensorflow Reference
../images/node_lrn.png

Pooling Avg/Max

Tensorflow Avg Pooling Reference
Tensorflow Max Pooling Reference
../images/node_pooling.png

Sigmoid/Relu/TanH/Elu

Tensorflow Relu Reference
Tensorflow Sigmoid Reference
Tensorflow TanH Reference
Tensorflow Elu Reference
../images/node_activations.png

SoftMax

Tensorflow SoftMax Reference
../images/node_softmax.png

PReLu

TFLearn PReLU Reference
../images/node_prelu.png

Slice

Tensorflow Slice Reference
../images/node_slice.png

Reshape

Tensorflow Reshape Reference
../images/node_reshape.png